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nw-infrastructure-and-observability
Infrastructure as Code patterns (Terraform, Kubernetes), observability design (SLOs, metrics, alerting, dashboards), and pipeline security stages. Load when designing infrastructure, observability, or security scanning.
nw-par-critique-dimensions
Platform design review critique dimensions and severity levels. Load when reviewing CI/CD pipelines, infrastructure, deployment strategies, observability, or security designs.
nw-production-readiness
Monitoring, observability, operational procedures, CI/CD lessons learned, and quality gate definitions. Load when assessing production readiness or validating operational excellence.
nw-sd-patterns
Core distributed systems patterns - load balancing, caching, sharding, consistent hashing, message queues, rate limiting, CDN, Bloom filters, ID generation, replication, conflict resolution, CAP theorem
incident-response-patterns
Incident severity classification, runbook templates, root cause analysis, and post-incident review.
autonomous-pr
A fully autonomous PR pipeline that manages creation, CI, error fixing, review feedback, and merge, all controlled by budget and time limits.
email-infrastructure
Email delivery infrastructure - DNS authentication (SPF/DKIM/DMARC), subdomain isolation, provider abstraction, template systems, bounce handling, warmup strategy, and deliverability monitoring.
ci-cd-pipeline
GitHub Actions workflow patterns, matrix builds, caching strategies, deployment pipelines, artifact management, and rollback procedures.
diff-review-strategy
PR size-based review depth, performance review checklist, architecture conformance checks, and framework-specific review patterns.
math
Multi-layer cognitive stack for machine-verified mathematical problem solving across 14 sub-disciplines.
pyxel-patterns
Pyxel retro game engine patterns - pixel art, game loops, sprite/tilemap, MML audio, resource management, and web deployment
harvest-competitive
Competitive intelligence - extract features, pricing, tech stack from competitor sites